# LandingAI ## Docs - [Activate Projects](https://landinglens.docs.landing.ai/activate-projects.md) - [Documentation for Agentic Document Extraction](https://landinglens.docs.landing.ai/ade.md) - [Agreement-Based Labeling](https://landinglens.docs.landing.ai/agreement-based-labeling.md) - [Anomaly Detection](https://landinglens.docs.landing.ai/anomaly-detection.md) - [API Keys](https://landinglens.docs.landing.ai/api-key.md) - [Create Classes](https://landinglens.docs.landing.ai/api-reference/classes/create-classes.md) - [Get Classes](https://landinglens.docs.landing.ai/api-reference/classes/get-classes.md) - [Create Deployment](https://landinglens.docs.landing.ai/api-reference/deployment/create-deployment.md): This endpoint creates a deployment, which is an instance for running a model and performing predictions. - [Get Deployments](https://landinglens.docs.landing.ai/api-reference/deployment/get-deployments.md) - [Get Single Deployment](https://landinglens.docs.landing.ai/api-reference/deployment/get-single-deployment.md) - [Update Deployment](https://landinglens.docs.landing.ai/api-reference/deployment/update-deployment.md): You can update a deployment by providing one or both of the following: - A new model to be used for predictions. - A new threshold value to be used for classifying predictions. - [Append Metadata To Media List](https://landinglens.docs.landing.ai/api-reference/image/append-metadata-to-media-list.md) - [Append Tags To Media List](https://landinglens.docs.landing.ai/api-reference/image/append-tags-to-media-list.md) - [Get Project Metadata](https://landinglens.docs.landing.ai/api-reference/image/get-project-metadata.md) - [Replace image metadata](https://landinglens.docs.landing.ai/api-reference/image/replace-image-metadata.md) - [Upload Image](https://landinglens.docs.landing.ai/api-reference/image/upload-image.md) - [Create Metadata](https://landinglens.docs.landing.ai/api-reference/metadata/create-metadata.md) - [Get Project Metadata](https://landinglens.docs.landing.ai/api-reference/metadata/get-project-metadata.md) - [Update Metadata](https://landinglens.docs.landing.ai/api-reference/metadata/update-metadata.md) - [Get Model Download Url](https://landinglens.docs.landing.ai/api-reference/model/get-model-download-url.md) - [Get Models](https://landinglens.docs.landing.ai/api-reference/model/get-models.md) - [Get Single Model](https://landinglens.docs.landing.ai/api-reference/model/get-single-model.md) - [Create Project](https://landinglens.docs.landing.ai/api-reference/project/create-project.md) - [Get Project](https://landinglens.docs.landing.ai/api-reference/project/get-project.md) - [Get Projects](https://landinglens.docs.landing.ai/api-reference/project/get-projects.md) - [Update Active Project](https://landinglens.docs.landing.ai/api-reference/project/update-active-project.md) - [Get Snapshot Export](https://landinglens.docs.landing.ai/api-reference/snapshot/get-snapshot-export.md) - [Get Snapshot Metadata](https://landinglens.docs.landing.ai/api-reference/snapshot/get-snapshot-metadata.md) - [List Snapshots](https://landinglens.docs.landing.ai/api-reference/snapshot/list-snapshots.md) - [Post Snapshot Export](https://landinglens.docs.landing.ai/api-reference/snapshot/post-snapshot-export.md) - [Create Project Tag](https://landinglens.docs.landing.ai/api-reference/tags/create-project-tag.md) - [Get Project Tags](https://landinglens.docs.landing.ai/api-reference/tags/get-project-tags.md) - [Update Project Tag](https://landinglens.docs.landing.ai/api-reference/tags/update-project-tag.md) - [Auto Split](https://landinglens.docs.landing.ai/api-reference/training/auto-split.md) - [Create Training Job](https://landinglens.docs.landing.ai/api-reference/training/create-training-job.md) - [Get Confusion Matrix For All Splits](https://landinglens.docs.landing.ai/api-reference/training/get-confusion-matrix-for-all-splits.md) - [Get Metrics Summary For All Splits](https://landinglens.docs.landing.ai/api-reference/training/get-metrics-summary-for-all-splits.md) - [Get Train Archs](https://landinglens.docs.landing.ai/api-reference/training/get-train-archs.md) - [Get Training List](https://landinglens.docs.landing.ai/api-reference/training/get-training-list.md) - [Get Training Status](https://landinglens.docs.landing.ai/api-reference/training/get-training-status.md) - [Name of LandingLens Instance](https://landinglens.docs.landing.ai/app-name.md) - [April 2022 Release Notes](https://landinglens.docs.landing.ai/april-2022-release-notes.md) - [August 2022 Release Notes](https://landinglens.docs.landing.ai/august-2022-release-notes.md) - [Back Up and Restore LandingLens on Snowflake](https://landinglens.docs.landing.ai/back-up-and-restore-landinglens-on-snowflake.md) - [Cameras](https://landinglens.docs.landing.ai/cameras.md) - [Classes Overview](https://landinglens.docs.landing.ai/classes.md) - [Classic Flow](https://landinglens.docs.landing.ai/classic-flow.md) - [Classification](https://landinglens.docs.landing.ai/classification.md) - [Cloud Deployment](https://landinglens.docs.landing.ai/cloud-deployment.md) - [Resources](https://landinglens.docs.landing.ai/community.md) - [Compare Models](https://landinglens.docs.landing.ai/compare-models.md) - [Create Classes](https://landinglens.docs.landing.ai/create-classes.md) - [Manage Projects](https://landinglens.docs.landing.ai/create-projects.md) - [Snowflake Credit Management](https://landinglens.docs.landing.ai/credit-management.md) - [Curate High-Quality Datasets](https://landinglens.docs.landing.ai/curate-high-quality-datasets.md) - [Custom Training](https://landinglens.docs.landing.ai/custom-training.md) - [Dataset Snapshots](https://landinglens.docs.landing.ai/dataset-snapshots.md) - [Deactivate and Reactivate Accounts](https://landinglens.docs.landing.ai/deactivate-member-accounts.md) - [December 2022 Release Notes](https://landinglens.docs.landing.ai/december-release-notes.md) - [Delete Classes](https://landinglens.docs.landing.ai/delete-classes.md) - [Delete Images](https://landinglens.docs.landing.ai/delete-images.md) - [Delete Projects](https://landinglens.docs.landing.ai/delete-projects.md) - [Deployment Options](https://landinglens.docs.landing.ai/deployment-options.md) - [Download Models](https://landinglens.docs.landing.ai/download-models.md) - [Drag and Drop Images](https://landinglens.docs.landing.ai/drag-and-drop-images.md) - [Embed-Optimized Models](https://landinglens.docs.landing.ai/edge-ai.md) - [Edit Project Names](https://landinglens.docs.landing.ai/edit-project-names.md) - [Markdown mri report](https://landinglens.docs.landing.ai/examples/markdown-mri-report.md) - [Markdown wire transfer](https://landinglens.docs.landing.ai/examples/markdown-wire-transfer.md) - [Failed Models](https://landinglens.docs.landing.ai/failed-models.md) - [Grant LandingLens Access to Stages](https://landinglens.docs.landing.ai/grant-landinglens-access-to-stages.md) - [Heatmaps](https://landinglens.docs.landing.ai/heatmaps.md) - [Predictions on the Deploy Page and Continuous Learning](https://landinglens.docs.landing.ai/historical-data.md) - [Image Capture Best Practices](https://landinglens.docs.landing.ai/image-best-practices.md) - [Image Pre-Processing](https://landinglens.docs.landing.ai/image-pre-processing.md) - [Home](https://landinglens.docs.landing.ai/index.md) - [Install and Upgrade LandingLens on Snowflake](https://landinglens.docs.landing.ai/install-landinglens-in-snowflake.md) - [January 2022 Release Notes](https://landinglens.docs.landing.ai/january-2022-release-notes.md) - [JSON Responses](https://landinglens.docs.landing.ai/json-responses.md) - [July 2022 Release Notes](https://landinglens.docs.landing.ai/july-2022-release-notes.md) - [Label Assist](https://landinglens.docs.landing.ai/label-assist.md) - [Label View Settings](https://landinglens.docs.landing.ai/label-view-settings.md) - [Labeling](https://landinglens.docs.landing.ai/labeling.md) - [Configurations](https://landinglens.docs.landing.ai/landingedge/configurations.md) - [Custom Processing](https://landinglens.docs.landing.ai/landingedge/custom-processing.md) - [Docker Deploy](https://landinglens.docs.landing.ai/landingedge/docker-deploy.md) - [Download and Install LandingEdge](https://landinglens.docs.landing.ai/landingedge/download-and-install-landingedge.md) - [GPUs and LandingEdge](https://landinglens.docs.landing.ai/landingedge/gpus-and-landingedge.md) - [GenICam and GigE Vision Cameras](https://landinglens.docs.landing.ai/landingedge/industrial-cameras.md) - [Run Inference with Web APIs](https://landinglens.docs.landing.ai/landingedge/landingedge-apis.md) - [LandingEdge Overview](https://landinglens.docs.landing.ai/landingedge/landingedge-overview.md) - [LandingEdge Release Notes](https://landinglens.docs.landing.ai/landingedge/landingedge-release-notes.md) - [LandingEdge Settings](https://landinglens.docs.landing.ai/landingedge/landingedge-settings.md) - [Use LandingEdge with LandingLens on Snowflake](https://landinglens.docs.landing.ai/landingedge/landingedge-snowflake.md) - [LandingEdge Requirements](https://landinglens.docs.landing.ai/landingedge/landingedge-specifications-sheet.md) - [Landingedge Troubleshooting](https://landinglens.docs.landing.ai/landingedge/landingedge-troubleshooting.md) - [LandingEdge Workflow](https://landinglens.docs.landing.ai/landingedge/landingedge-workflow.md) - [Manage Inspection Points](https://landinglens.docs.landing.ai/landingedge/manage-inspection-points.md) - [OCR](https://landinglens.docs.landing.ai/landingedge/ocr.md) - [PLC Workflow](https://landinglens.docs.landing.ai/landingedge/plc-workflow.md) - [Roles and Permissions](https://landinglens.docs.landing.ai/landingedge/roles-and-permissions.md) - [Upload Images to LandingLens without Running Inference](https://landinglens.docs.landing.ai/landingedge/upload-images-to-landinglens-without-running-inference.md) - [Troubleshoot Inaccurate Predictions](https://landinglens.docs.landing.ai/landinglens-error-bucket-cheat-sheet.md) - [LandingLens Login](https://landinglens.docs.landing.ai/landinglens-login.md) - [LandingLens on Snowflake Release Notes](https://landinglens.docs.landing.ai/landinglens-on-snowflake-release-notes.md) - [Get Started with LandingLens](https://landinglens.docs.landing.ai/landinglens-overview.md) - [LandingLens Release Notes](https://landinglens.docs.landing.ai/landinglens-release-notes.md) - [LandingLens vs. LandingLens on Snowflake](https://landinglens.docs.landing.ai/landinglens-vs-landinglens-on-snowflake.md) - [LandingLens Workflow](https://landinglens.docs.landing.ai/landinglens-workflow.md) - [Lense (Optics)](https://landinglens.docs.landing.ai/lenses.md) - [Lighting](https://landinglens.docs.landing.ai/lighting.md) - [LLENS_PUBLIC Application Role](https://landinglens.docs.landing.ai/llens-public-application-role.md) - [Load Images from Snowflake into LandingLens](https://landinglens.docs.landing.ai/load-images-from-snowflake.md) - [Manage Label Books](https://landinglens.docs.landing.ai/manage-label-book.md) - [March 2022 Release Notes](https://landinglens.docs.landing.ai/march-2022-release-notes.md) - [May 2022 Release Notes](https://landinglens.docs.landing.ai/may-2022-release-notes.md) - [Add Members](https://landinglens.docs.landing.ai/member-registration.md) - [Member Roles](https://landinglens.docs.landing.ai/members.md) - [Members](https://landinglens.docs.landing.ai/members-intro.md) - [Mobile Inference](https://landinglens.docs.landing.ai/mobile-inference.md) - [Model Reports](https://landinglens.docs.landing.ai/model-settings.md) - [Models](https://landinglens.docs.landing.ai/models.md) - [Models Page](https://landinglens.docs.landing.ai/models-page.md) - [November 2022 Release Notes](https://landinglens.docs.landing.ai/november-2022-release-notes.md) - [Object Detection](https://landinglens.docs.landing.ai/object-detection.md) - [October 2022 Release Notes](https://landinglens.docs.landing.ai/october-2022-release-notes.md) - [Organizations](https://landinglens.docs.landing.ai/organizations.md) - [Manage Project Access](https://landinglens.docs.landing.ai/override-project-access.md) - [Passwords](https://landinglens.docs.landing.ai/passwords.md) - [Performance Report](https://landinglens.docs.landing.ai/performance-report.md) - [Plans](https://landinglens.docs.landing.ai/plans.md) - [Pre Processing](https://landinglens.docs.landing.ai/pre-processing.md) - [Project Types](https://landinglens.docs.landing.ai/project-types.md) - [Projects](https://landinglens.docs.landing.ai/projects-overview.md) - [Public and Private Projects](https://landinglens.docs.landing.ai/public-and-private-projects.md) - [Python Tutorial: Detect Suits in Playing Cards](https://landinglens.docs.landing.ai/python-tutorial.md) - [Rename Models](https://landinglens.docs.landing.ai/rename-models.md) - [Run Inference with SQL Commands](https://landinglens.docs.landing.ai/run-inference-with-sql-commands.md) - [Sample Images](https://landinglens.docs.landing.ai/sample-images.md) - [Developer Tools](https://landinglens.docs.landing.ai/sdk.md) - [Segmentation](https://landinglens.docs.landing.ai/segmentation.md) - [September 2022 Release Notes](https://landinglens.docs.landing.ai/september-2022-release-notes.md) - [Use LandingLens on Snowflake](https://landinglens.docs.landing.ai/snowflake.md) - [Splits](https://landinglens.docs.landing.ai/splits.md) - [Tags](https://landinglens.docs.landing.ai/tags.md) - [Train Models](https://landinglens.docs.landing.ai/train-models.md) - [Training Information](https://landinglens.docs.landing.ai/training-information.md) - [Upload Folders](https://landinglens.docs.landing.ai/upload-folders.md) - [Upload Images](https://landinglens.docs.landing.ai/upload-images.md) - [Upload Images from a Directory](https://landinglens.docs.landing.ai/upload-images-from-a-directory.md) - [Upload Images from Your Phone](https://landinglens.docs.landing.ai/upload-images-phone.md) - [Upload Images from a Webcam](https://landinglens.docs.landing.ai/upload-images-webcam.md) - [Upload Labeled Images to Object Detection Projects](https://landinglens.docs.landing.ai/upload-labeled-images-od.md) - [Upload Labeled Images to Segmentation Projects](https://landinglens.docs.landing.ai/upload-labeled-images-seg.md) - [Upload Sample Images to a New Project](https://landinglens.docs.landing.ai/upload-sample-images.md) - [Access and Use the LandingLens Python Library](https://landinglens.docs.landing.ai/videos/access-and-use-the-landing-ai-sdk-video.md) - [Agreement-Based Labeling](https://landinglens.docs.landing.ai/videos/agreement-based-labeling-video.md) - [Analyze Model Performance](https://landinglens.docs.landing.ai/videos/analyze-model-performance-video.md) - [Build Anomaly Detection Models](https://landinglens.docs.landing.ai/videos/anomaly-detection-video.md) - [Api Key Video](https://landinglens.docs.landing.ai/videos/api-key-video.md) - [Apply Tags to Images](https://landinglens.docs.landing.ai/videos/apply-tags-to-images-video.md) - [Artificial Intelligence and Computer Vision](https://landinglens.docs.landing.ai/videos/artificial-intelligence-and-computer-vision-video.md) - [Assign a GPU to an Inspection Point](https://landinglens.docs.landing.ai/videos/assign-a-gpu-to-an-inspection-point.md) - [Compare Model Performance](https://landinglens.docs.landing.ai/videos/compare-models-video.md) - [Configure Inspection Points Using Folder Watcher](https://landinglens.docs.landing.ai/videos/configure-inspection-points-using-folder-watcher.md) - [Continuous Learning after Model Deployment](https://landinglens.docs.landing.ai/videos/continuous-learning-after-model-deployment-video.md) - [Continuous Learning across LandingEdge and LandingLens](https://landinglens.docs.landing.ai/videos/continuous-learning-video.md) - [Create New Projects Based On Datasets Video](https://landinglens.docs.landing.ai/videos/create-new-projects-based-on-datasets-video.md) - [Create New Projects from Snapshots](https://landinglens.docs.landing.ai/videos/create-new-projects-from-snapshots.md) - [Create Dataset Snapshots](https://landinglens.docs.landing.ai/videos/create-snapshots-video.md) - [Creating Streamlit Apps for Visual AI](https://landinglens.docs.landing.ai/videos/creating-streamlit-apps-for-visual-ai-video.md) - [Curate High Quality Datasets](https://landinglens.docs.landing.ai/videos/curate-datasets-video.md) - [Deactivate Member Accounts](https://landinglens.docs.landing.ai/videos/deactivate-member-accounts-video.md) - [Download LandingEdge Diagnostics](https://landinglens.docs.landing.ai/videos/download-landingedge-diagnostics-video.md) - [Download LandingEdge](https://landinglens.docs.landing.ai/videos/download-landingedge-video.md) - [Enhance Image Contrast to Make Labeling Easier](https://landinglens.docs.landing.ai/videos/enhance-image-contrast-to-make-labeling-easier.md) - [How LandingLens Splits Data for Training](https://landinglens.docs.landing.ai/videos/how-landinglens-splits-data-for-training.md) - [How to Choose a Computer Vision Use Case](https://landinglens.docs.landing.ai/videos/how-to-choose-a-computer-vision-use-case-video.md) - [Improve Model Performance](https://landinglens.docs.landing.ai/videos/improve-model-performance-video.md) - [Install the LandingAI Docker Image](https://landinglens.docs.landing.ai/videos/install-the-landing-ai-docker-image-video.md) - [Invite Members to LandingLens](https://landinglens.docs.landing.ai/videos/invite-members-to-landinglens-video.md) - [Label Images for Object Detection Projects](https://landinglens.docs.landing.ai/videos/label-images-for-object-detection-projects-video.md) - [LandingLens Demo with Benchmarks | Retinopathy of Prematurity](https://landinglens.docs.landing.ai/videos/landinglens-demo-retinopathy.md) - [Detect Bird Nests on Transmission Towers with LandingLens](https://landinglens.docs.landing.ai/videos/landinglens-detect-bird-nests.md) - [LandingLens on Snowflake Intro](https://landinglens.docs.landing.ai/videos/landinglens-on-snowflake-intro.md) - [Landinglens On Snowflake Videos](https://landinglens.docs.landing.ai/videos/landinglens-on-snowflake-videos.md) - [LandingLens Workflow](https://landinglens.docs.landing.ai/videos/landinglens-workflow-2.md) - [Launch a Docker Instance](https://landinglens.docs.landing.ai/videos/launch-a-docker-instance-video.md) - [Limit Access to Projects](https://landinglens.docs.landing.ai/videos/limit-access-to-projects-video.md) - [Make Model Predictions](https://landinglens.docs.landing.ai/videos/make-model-predictions-video.md) - [Manage Data Augmentations](https://landinglens.docs.landing.ai/videos/manage-data-augmentations-video.md) - [Manage Data Transforms: Rescale, Resize, & Crop](https://landinglens.docs.landing.ai/videos/manage-data-transforms-rescale-resize-crop-video.md) - [Manage Label Books](https://landinglens.docs.landing.ai/videos/manage-label-books-video.md) - [Mobile Inference](https://landinglens.docs.landing.ai/videos/mobile-inference-video.md) - [Model Inference with SQL](https://landinglens.docs.landing.ai/videos/model-inference-with-sql.md) - [Evaluate Model Performance | LandingLens on Snowflake](https://landinglens.docs.landing.ai/videos/model-performance-snowflake-video.md) - [Parallel Training](https://landinglens.docs.landing.ai/videos/parallel-training.md) - [Port Conflicts And Changing Port Number](https://landinglens.docs.landing.ai/videos/port-conflicts-and-changing-port-number.md) - [Refer to Heat Maps for Classification Models](https://landinglens.docs.landing.ai/videos/refer-to-heat-maps-for-classification-models.md) - [Retrain after Adding More Classes in LandingLens](https://landinglens.docs.landing.ai/videos/retrain-after-adding-more-classes.md) - [Revert Projects from a Snapshot](https://landinglens.docs.landing.ai/videos/revert-projects-from-a-snapshot.md) - [Revert To A Saved Dataset Video](https://landinglens.docs.landing.ai/videos/revert-to-a-saved-dataset-video.md) - [Roles and Permissions in LandingEdge](https://landinglens.docs.landing.ai/videos/roles-and-permissions-in-landingedge-video.md) - [Run Inference on Videos in LandingEdge](https://landinglens.docs.landing.ai/videos/run-inference-on-videos-in-landingedge-video.md) - [Run Inference with Web APIs in LandingEdge](https://landinglens.docs.landing.ai/videos/run-inference-with-web-apis-in-landingedge.md) - [Run Parallel Training in Custom Training](https://landinglens.docs.landing.ai/videos/run-parallel-training-in-custom-training.md) - [Ingest Images with Snowflake Sync](https://landinglens.docs.landing.ai/videos/snowflake-sync-video.md) - [Split Images into the Train, Dev, and Test Sets](https://landinglens.docs.landing.ai/videos/split-images-into-the-train-dev-and-test-sets-video.md) - [Train Models Based on a Snapshot](https://landinglens.docs.landing.ai/videos/train-models-based-on-a-snapshot-video.md) - [Configure and Run Model Training Jobs in LandingLens on Snowflake](https://landinglens.docs.landing.ai/videos/train-models-snowflake-video.md) - [Train Models](https://landinglens.docs.landing.ai/videos/train-models-video.md) - [Understand the Different Project Types](https://landinglens.docs.landing.ai/videos/understand-the-different-project-types-video.md) - [Classify Images at Upload in LandingLens](https://landinglens.docs.landing.ai/videos/upload-and-label-images-for-classification-projects-video.md) - [Upload Images from a Smartphone to LandingLens](https://landinglens.docs.landing.ai/videos/upload-images-from-a-smartphone-to-landinglens-video.md) - [Upload Images from a Webcam](https://landinglens.docs.landing.ai/videos/upload-images-from-a-webcam-video.md) - [Upload Images](https://landinglens.docs.landing.ai/videos/upload-images-video.md) - [Upload Labeled Images to Object Detection Projects](https://landinglens.docs.landing.ai/videos/upload-pre-labeled-images-to-object-detection-projects.md) - [Upload Labeled Images to Segmentation Projects](https://landinglens.docs.landing.ai/videos/upload-pre-labeled-images-to-segmentation-projects-video.md) - [Use Smart Labeling to Label Images in Segmentation Projects](https://landinglens.docs.landing.ai/videos/use-smart-labeling-to-label-images-in-segmentation-projects-video.md) - [Visual Prompting](https://landinglens.docs.landing.ai/videos/visual-prompting-video.md) - [Why Use a Cloud Platform for Computer Vision?](https://landinglens.docs.landing.ai/videos/why-use-a-cloud-platform-for-computer-vision-video.md) - [View Member Statuses](https://landinglens.docs.landing.ai/view-members.md) - [View Predictions](https://landinglens.docs.landing.ai/view-predictions.md) - [Search for Projects](https://landinglens.docs.landing.ai/view-projects.md) - [Visual Prompting](https://landinglens.docs.landing.ai/visual-prompting.md) ## OpenAPI Specs - [openapi](https://api.landing.ai/openapi.json)